1. 1. Introduction
  2. 2. Installation
  3. 3. Setup
  4. 4. Provenance Graph
  5. 5. Logging
  6. 6. Metrics
    1. 6.1. Custom Metrics
    2. 6.2. System Metrics
    3. 6.3. Time Metrics
  7. 7. Reproducibility
  8. 8. Get Data from Provenance Files
  9. 9. Examples
    1. 9.1. Usage with PyTorch
    2. 9.2. Usage with Lightning
    3. 9.3. Usage with ItwinAI Logger
    4. 9.4. Reproducible Example

yProv4ML Documentation

Examples

A set of 5 examples are provided:

  • PyTorch Example
  • PyTorch Lightning Example
  • ItwinAI Logger Example
  • Viewing and Plotting Data
  • Reproducible Example
  • Visualization Notebook
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